Author

Sugi Choi

Institution: Semyung University

Observed institution: Semyung University

ORCID: 0000-0002-0625-5181

Observed ORCID: 0000-0002-0625-5181

OpenAlex ID: A5030993470

Rotor Fault Diagnosis Method Using CNN-Based Transfer Learning with 2D Sound Spectrogram Analysis

2023 · Haiyoung Jung, Sugi Choi, et al. · Electronics · 43

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Deep-Learning-Based Seismic-Signal P-Wave First-Arrival Picking Detection Using Spectrogram Images

2024 · Sugi Choi, Bohee Lee, et al. · Electronics · 21

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Ensemble Prediction Model for Dust Collection Efficiency of Wet Electrostatic Precipitator

2023 · Sugi Choi, Sunghwan Kim, et al. · Electronics · 15

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Evaluating Segmentation-Based Deep Learning Models for Real-Time Electric Vehicle Fire Detection

2025 · Heejun Kwon, Sugi Choi, et al. · Fire · 14

Study on Improving Detection Performance of Wildfire and Non-Fire Events Early Using Swin Transformer

2025 · Sugi Choi, Youngjoo Song, et al. · IEEE Access · 14

Optimized Faster R-CNN with Swintransformer for Robust Multi-Class Wildfire Detection

2025 · Sugi Choi, Sunghwan Kim, et al. · Fire · 8

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Proposing a New Fire Diagram Training Method Using 3D Spatial Information and FDS

2024 · Hyunjung Bang, Sugi Choi, et al. · Fire science and engineering · 2

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Development of PM Collection Efficiency Prediction Model Based on Deep Learning to Improve WESP PM Collection Performance

2023 · Sugi Choi, Bohee Lee, et al. · International Conference on Computer, Software and Modeling (ICCSM) · 2

A Study on the Performance Analysis of Fire Detection Using a Lightweight Convolutional Neural Network Model

2024 · Heejun Kwon, Sugi Choi, et al. · Fire science and engineering · 1

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The Study on the Optimal Operating Conditions of Direct Charging Type Electrospray for Particulate Matter Collection

2023 · Sugi Choi, Sunghwan Kim, et al. · Journal of the Korean Institute of Electrical and Electronic Material Engineers · 1

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AI-Generated Fire Images for Object Detection-Based Fire Detection

2026 · Wangeun Ji, Sugi Choi, et al. · Fire

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Comparative Assessment of YOLO Segmentation Extensions for Intelligent Fire Detection

2025 · Sugi Choi, Heejun Kwon, et al. · International Journal of Fire Science and Engineering

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Evaluation of Satisfaction and Practical Effectiveness of GIS-Based Firefighting Training Systems among Firefighters

2025 · Hyunjung Bang, Sugi Choi, et al. · International Journal of Fire Science and Engineering

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A Study on Comparative Analysis of Object Detection-based Real-Time Wildfire and Class B Fire Detection Performance

2024 · Sugi Choi, Heejun Kwon, et al. · International Journal of Fire Science and Engineering

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Works count: 14

Citation count: 121

H-index: 6

I10-index: 5